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\n  \n 2026\n \n \n (6)\n \n \n
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\n \n\n \n \n \n \n \n TriNet: A Novel and Memory-Efficient Tensor Network for Higher-Order Tensor Decomposition.\n \n \n \n\n\n \n Ngoc Lan, N. T.; Thanh Trung, L.; Trung, N. L.; and Abed-Meraim, K.\n\n\n \n\n\n\n In ICASSP 2026-2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 481-485, 2026. \n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n \n \n\n\n\n
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@InProceedings{NgocLan2026,\n  author    = {Ngoc Lan, Nguyen Thi and Thanh Trung, Le and Trung, Nguyen Linh and Abed-Meraim, Karim},\n  booktitle = {ICASSP 2026-2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},\n  title     = {TriNet: A Novel and Memory-Efficient Tensor Network for Higher-Order Tensor Decomposition},\n  year      = {2026},\n  pages     = {481-485},\n  doi       = {10.1109/ICASSP55912.2026.11461780},\n  file      = {:E\\:/My Works/OneDrive/My Research/0. My Publications/Conferences/2026_ICASSP_TriNet_A_Novel_and_Memory-Efficient_Tensor_Network_for_Higher-Order_Tensor_Decomposition.pdf:PDF},\n  keywords  = {Videos;Communication systems;Protocols;Regional area networks;Local area networks;LoRa;Radio access networks;Video equipment;HTTP;Data communication;Tensor decomposition;TriNet decomposition;tensor networks;tensor completion;ADMM},\n}\n\n
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\n \n\n \n \n \n \n \n Re-LL1: An Effective Regularized (L,L,1)-Tensor Decomposition Method for Video Background Modeling and Foreground Separation.\n \n \n \n\n\n \n Dang, N. Q.; Trung Le, T.; Trung, N. L.; and Abed-Meraim, K.\n\n\n \n\n\n\n In ICASSP 2026-2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 701-705, 2026. \n \n\n\n\n
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@InProceedings{Dang2026,\n  author    = {Dang, Nguyen Quy and Trung Le, Thanh and Trung, Nguyen Linh and Abed-Meraim, Karim},\n  booktitle = {ICASSP 2026-2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},\n  title     = {Re-LL1: An Effective Regularized (L,L,1)-Tensor Decomposition Method for Video Background Modeling and Foreground Separation},\n  year      = {2026},\n  pages     = {701-705},\n  doi       = {10.1109/ICASSP55912.2026.11460481},\n  file      = {:E\\:/My Works/OneDrive/My Research/0. My Publications/Conferences/2026_ICASSP_Re-LL1_An_Effective_Regularized_LL1-Tensor_Decomposition_Method_for_Video_Background_Modeling_and_Foreground_Separation.pdf:PDF},\n  keywords  = {Videos;Protocols;Video equipment;HTTP;Learning (artificial intelligence);Machine learning;Artificial intelligence;Arrays;Image denoising;Image processing;Tensor decomposition;LL1 decomposition;data imperfection;data corruption;regularization;video background and foreground separation},\n}\n\n
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\n \n\n \n \n \n \n \n Fast and Robust Triple Tensor Decomposition with Data Corruption.\n \n \n \n\n\n \n Dang, N. Q.; Nhat, D. M.; Le, T. T.; Trung, N. L.; and Abed-Meraim, K.\n\n\n \n\n\n\n In ICASSP 2026-2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 301-305, 2026. \n \n\n\n\n
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@InProceedings{Dang2026a,\n  author    = {Dang, Nguyen Quy and Nhat, Do Minh and Le, Thanh Trung and Trung, Nguyen Linh and Abed-Meraim, Karim},\n  booktitle = {ICASSP 2026-2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},\n  title     = {Fast and Robust Triple Tensor Decomposition with Data Corruption},\n  year      = {2026},\n  pages     = {301-305},\n  doi       = {10.1109/ICASSP55912.2026.11463179},\n  file      = {:E\\:/My Works/OneDrive/My Research/0. My Publications/Conferences/2026_ICASSP_Fast_and_Robust_Triple_Tensor_Decomposition_with_Data_Corruption.pdf:PDF},\n  keywords  = {Videos;Communication systems;Radio access networks;Regional area networks;Internet;Protocols;Video equipment;HTTP;Computer networks;Wireless communication;Tensor decomposition;triple decomposition;ADMM;data corruption;ℓ1-norm regularization},\n}\n\n
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\n \n\n \n \n \n \n \n TR-ADMM: An inexact ADMM based robust tensor ring decomposition for video foreground detection.\n \n \n \n\n\n \n To, N. H.; Le, T. T.; Trung, N. L.; and Abed-Meraim, K.\n\n\n \n\n\n\n In 2026 34th European Signal Processing Conference (EUSIPCO), 2026. \n \n\n\n\n
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@InProceedings{hai2026eusipco,\n  author    = {To, Ngoc Hai and Le, Thanh Trung and Nguyen Linh Trung and Abed-Meraim, Karim},\n  booktitle = {2026 34th European Signal Processing Conference (EUSIPCO)},\n  title     = {TR-ADMM: An inexact ADMM based robust tensor ring decomposition for video foreground detection},\n  year      = {2026},\n}\n\n
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\n \n\n \n \n \n \n \n Ray-Tracing Channel Models for Near-Field Communication.\n \n \n \n\n\n \n Khang, N.; Son, D.; Duy, T.; Le, T.; Quynh, T.; Abed-Meraim, K.; Debbah, M.; and Trung, N.\n\n\n \n\n\n\n VNU Journal of Science: Computer Science and Communication Engineering. 2026.\n \n\n\n\n
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@Article{khang2026JCSCE,\n  author  = {Nguyen Khang and Do Son and Tran Duy and Thanh Le and Tran Quynh and Karim Abed-Meraim and Merouane Debbah and Nguyen Trung},\n  journal = {VNU Journal of Science: Computer Science and Communication Engineering},\n  title   = {Ray-Tracing Channel Models for Near-Field Communication},\n  year    = {2026},\n}\n\n
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\n \n\n \n \n \n \n \n Metabolic networks on PET-based C-Atlas for diagnosis of Alzheimer’s disease.\n \n \n \n\n\n \n Anh, L.; Dung, N.; Trang, N.; Tuan, P.; Le, T.; Trung, N.; de Witte, S.; Adel, M.; Parlak, I.; Abed-Meraim, K.; Schependom, J. V.; Engelborghs, S.; Nagels, G.; and Trung, N. L.\n\n\n \n\n\n\n In 2026 International Conference on Multimedia Analysis and Pattern Recognition (MAPR), 2026. \n \n\n\n\n
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@InProceedings{anh2026mapr,\n  author    = {L.Q. Anh and N.T. Dung and N.P. Trang and P.M. Tuan and T.T. Le and N.T. Trung and S. de Witte and M. Adel and I.B. Parlak and K. Abed-Meraim and J. Van Schependom and S. Engelborghs and G. Nagels and N. L. Trung},\n  booktitle = {2026 International Conference on Multimedia Analysis and Pattern Recognition (MAPR)},\n  title     = {Metabolic networks on PET-based C-Atlas for diagnosis of Alzheimer’s disease},\n  year      = {2026},\n}\n
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\n  \n 2025\n \n \n (6)\n \n \n
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\n \n\n \n \n \n \n \n RACNN: Residual Attention Convolutional Neural Network for Near-Field Channel Estimation in 6G Wireless Communications.\n \n \n \n\n\n \n Lam, V. T.; Son, D. H.; Quynh, T. T. T.; and Le, T. T.\n\n\n \n\n\n\n In 2025 14th Conference on Information Technology and its Applications (CITA), pages 387–399, 2025. Lecture Notes in Networks and Systems (Springer)\n \n\n\n\n
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@InProceedings{Lam2025,\n  author       = {Lam, Vu Tung and Son, Do Hai and Quynh, Tran Thi Thuy and Le, Trung Thanh},\n  booktitle    = {2025 14th Conference on Information Technology and its Applications (CITA)},\n  title        = {RACNN: Residual Attention Convolutional Neural Network for Near-Field Channel Estimation in 6G Wireless Communications},\n  year         = {2025},\n  organization = {Lecture Notes in Networks and Systems (Springer)},\n  pages        = {387–399},\n}\n\n
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\n \n\n \n \n \n \n \n Tensor-based higher-order multivariate singular spectrum analysis and applications to multichannel biomedical signal analysis.\n \n \n \n\n\n \n Le, T. T.; Abed-Meraim, K.; Trung, N. L.; Ravier, P.; Buttelli, O.; and Holobar, A.\n\n\n \n\n\n\n Signal Processing, 238: 110113. 2025.\n \n\n\n\n
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@Article{Le2025,\n  author    = {Le, Thanh Trung and Abed-Meraim, Karim and Trung, Nguyen Linh and Ravier, Philippe and Buttelli, Olivier and Holobar, Ales},\n  journal   = {Signal Processing},\n  title     = {Tensor-based higher-order multivariate singular spectrum analysis and applications to multichannel biomedical signal analysis},\n  year      = {2025},\n  pages     = {110113},\n  volume    = {238},\n  publisher = {Elsevier},\n}\n\n
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\n \n\n \n \n \n \n \n Robust Sparse Subspace Tracking from Corrupted Data Observations.\n \n \n \n\n\n \n Loan, T. G. T.; Nguyen, H.; Lan, N. T. N.; Son, D. H.; Quynh, T. T. T.; Trung, N. L.; Abed-Meraim, K.; and Le, T. T.\n\n\n \n\n\n\n In 2025 24th International Symposium on Communications and Information Technologies (ISCIT), pages 277–282, 2025. IEEE\n \n\n\n\n
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@InProceedings{Loan2025,\n  author       = {Loan, Ta Giang Thuy and Nguyen, Hoang-Lan and Lan, Nguyen Thi Ngoc and Son, Do Hai and Quynh, Tran Thi Thuy and Trung, Nguyen Linh and Abed-Meraim, Karim and Le, Thanh Trung},\n  booktitle    = {2025 24th International Symposium on Communications and Information Technologies (ISCIT)},\n  title        = {Robust Sparse Subspace Tracking from Corrupted Data Observations},\n  year         = {2025},\n  organization = {IEEE},\n  pages        = {277--282},\n}\n\n
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\n \n\n \n \n \n \n \n Low-Rank Triple Decomposition of Streaming Tensors and Its Application to Video Completion.\n \n \n \n\n\n \n Le, T. T.; Thinh, N. H.; Ha, L. M.; Quynh, T. T. T.; Ha, L. V.; Vy-Thuy-Lynh, H.; Abed-Meraim, K.; Ravier, P.; and Buttelli, O.\n\n\n \n\n\n\n In 2025 24th International Symposium on Communications and Information Technologies (ISCIT), pages 91–96, 2025. IEEE\n \n\n\n\n
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@InProceedings{Le2025a,\n  author       = {Le, Thanh Trung and Thinh, Nguyen Hong and Ha, Luu Manh and Quynh, Tran Thi Thuy and Ha, Le Vu and Vy-Thuy-Lynh, Hoang and Abed-Meraim, Karim and Ravier, Philippe and Buttelli, Olivier},\n  booktitle    = {2025 24th International Symposium on Communications and Information Technologies (ISCIT)},\n  title        = {Low-Rank Triple Decomposition of Streaming Tensors and Its Application to Video Completion},\n  year         = {2025},\n  organization = {IEEE},\n  pages        = {91--96},\n}\n\n
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\n \n\n \n \n \n \n \n Tensor-Based Blind Structured Channel Estimation for Multichannel Systems.\n \n \n \n\n\n \n Abed-Meraim, K.; Le, T. T.; Zerguine, A.; and Aliyu, K.\n\n\n \n\n\n\n In 2025 33rd European Signal Processing Conference (EUSIPCO), pages 2102-2106, 2025. \n \n\n\n\n
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@InProceedings{AbedMeraim2025,\n  author    = {Abed-Meraim, Karim and Le, Thanh Trung and Zerguine, Azzedine and Aliyu, Kabiru},\n  booktitle = {2025 33rd European Signal Processing Conference (EUSIPCO)},\n  title     = {Tensor-Based Blind Structured Channel Estimation for Multichannel Systems},\n  year      = {2025},\n  pages     = {2102-2106},\n}\n\n
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\n \n\n \n \n \n \n \n Low-Rank Triple Decomposition of Streaming Tensors and Its Application to Video Completion.\n \n \n \n\n\n \n Le, T. T.; Thinh, N. H.; Ha, L. M.; Quynh, T. T. T.; Ha, L. V.; Vy-Thuy-Lynh, H.; Abed-Meraim, K.; Ravier, P.; and Buttelli, O.\n\n\n \n\n\n\n In 2025 24th International Symposium on Communications and Information Technologies (ISCIT), pages 91–96, 2025. IEEE\n \n\n\n\n
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@InProceedings{Le2025a,\n  author       = {Le, Thanh Trung and Thinh, Nguyen Hong and Ha, Luu Manh and Quynh, Tran Thi Thuy and Ha, Le Vu and Vy-Thuy-Lynh, Hoang and Abed-Meraim, Karim and Ravier, Philippe and Buttelli, Olivier},\n  booktitle    = {2025 24th International Symposium on Communications and Information Technologies (ISCIT)},\n  title        = {Low-Rank Triple Decomposition of Streaming Tensors and Its Application to Video Completion},\n  year         = {2025},\n  organization = {IEEE},\n  pages        = {91--96},\n}\n\n
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\n \n\n \n \n \n \n \n A novel recursive least-squares adaptive method for streaming tensor-train decomposition with incomplete observations.\n \n \n \n\n\n \n Le, T. T.; Abed-Meraim, K.; Trung, N. L.; and Hafiane, A.\n\n\n \n\n\n\n Signal Processing, 216: 109297. 2024.\n \n\n\n\n
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@Article{Le2024,\n  author    = {Le, Thanh Trung and Abed-Meraim, Karim and Trung, Nguyen Linh and Hafiane, Adel},\n  journal   = {Signal Processing},\n  title     = {A novel recursive least-squares adaptive method for streaming tensor-train decomposition with incomplete observations},\n  year      = {2024},\n  pages     = {109297},\n  volume    = {216},\n  publisher = {Elsevier},\n}\n\n
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\n \n\n \n \n \n \n \n Higher-Order Singular Spectrum Analysis For Multichannel Biomedical Signal Analysis.\n \n \n \n\n\n \n Le, T. T.; Abed-Meraim, K.; and Trung, N. L.\n\n\n \n\n\n\n In 2024 32nd European Signal Processing Conference (EUSIPCO), pages 1337–1341, 2024. \n \n\n\n\n
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@InProceedings{Le2024a,\n  author    = {Le, Thanh Trung and Abed-Meraim, Karim and Trung, Nguyen Linh},\n  booktitle = {2024 32nd European Signal Processing Conference (EUSIPCO)},\n  title     = {Higher-Order Singular Spectrum Analysis For Multichannel Biomedical Signal Analysis},\n  year      = {2024},\n  pages     = {1337--1341},\n}\n\n
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\n \n\n \n \n \n \n \n Semi-Blind Tensor-Based Channel Estimation For Double RIS MIMO Systems.\n \n \n \n\n\n \n Aliyu, K. N; Le, T. T.; Abed-Meraim, K.; and Zerguine, A.\n\n\n \n\n\n\n In 2024 IEEE Middle East Conference on Communications and Networking (MECOM), pages 291–296, 2024. IEEE\n \n\n\n\n
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@InProceedings{Aliyu2024,\n  author       = {Aliyu, Kabiru N and Le, Thanh Trung and Abed-Meraim, Karim and Zerguine, Azzedine},\n  booktitle    = {2024 IEEE Middle East Conference on Communications and Networking (MECOM)},\n  title        = {Semi-Blind Tensor-Based Channel Estimation For Double RIS MIMO Systems},\n  year         = {2024},\n  organization = {IEEE},\n  pages        = {291--296},\n}\n\n
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\n \n\n \n \n \n \n \n Joint INDSCAL decomposition meets blind source separation.\n \n \n \n\n\n \n Le, T. T.; Abed-Meraim, K.; Ravier, P.; Buttelli, O.; and Holobar, A.\n\n\n \n\n\n\n In ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 5570–5574, 2024. IEEE\n \n\n\n\n
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@InProceedings{Le2024b,\n  author       = {Le, Thanh Trung and Abed-Meraim, Karim and Ravier, Philippe and Buttelli, Olivier and Holobar, Ales},\n  booktitle    = {ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},\n  title        = {Joint INDSCAL decomposition meets blind source separation},\n  year         = {2024},\n  organization = {IEEE},\n  pages        = {5570--5574},\n}\n\n
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\n \n\n \n \n \n \n \n Tensorial Convolutive Blind Source Separation.\n \n \n \n\n\n \n Le, T. T.; Abed-Meraim, K.; Ravier, P.; Buttelli, O.; and Holobar, A.\n\n\n \n\n\n\n In ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 5575–5579, 2024. IEEE\n \n\n\n\n
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@InProceedings{Le2024c,\n  author       = {Le, Thanh Trung and Abed-Meraim, Karim and Ravier, Philippe and Buttelli, Olivier and Holobar, Ales},\n  booktitle    = {ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},\n  title        = {Tensorial Convolutive Blind Source Separation},\n  year         = {2024},\n  organization = {IEEE},\n  pages        = {5575--5579},\n}\n\n
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\n \n\n \n \n \n \n \n OPIT: A Simple but Effective Method for Sparse Subspace Tracking in High-Dimension and Low-Sample-Size Context.\n \n \n \n\n\n \n Le, T. T.; Abed-Meraim, K.; Trung, N. L.; and Hafiane, A.\n\n\n \n\n\n\n IEEE Transactions on Signal Processing, 72: 521–534. 2024.\n \n\n\n\n
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@Article{Le2024d,\n  author    = {Le, Thanh Trung and Abed-Meraim, Karim and Trung, Nguyen Linh and Hafiane, Adel},\n  journal   = {IEEE Transactions on Signal Processing},\n  title     = {OPIT: A Simple but Effective Method for Sparse Subspace Tracking in High-Dimension and Low-Sample-Size Context},\n  year      = {2024},\n  pages     = {521--534},\n  volume    = {72},\n  publisher = {IEEE},\n}\n\n
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\n \n\n \n \n \n \n \n Tensor kernel learning for classification of alzheimer’s conditions using multimodal data.\n \n \n \n\n\n \n Thanh, V. D.; Le, T. T.; Tuan, P. M.; Trung, N. L.; Abed-Meraim, K.; Adel, M.; Dung, N. V.; Trung, N. T.; Long, D. D.; and Chén, O. Y\n\n\n \n\n\n\n In 2024 International Conference on Multimedia Analysis and Pattern Recognition (MAPR), pages 1–6, 2024. IEEE\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@InProceedings{Thanh2024,\n  author       = {Thanh, Vu Duy and Le, Thanh Trung and Tuan, Pham Minh and Trung, Nguyen Linh and Abed-Meraim, Karim and Adel, Mouloud and Dung, Nguyen Viet and Trung, Nguyen Thanh and Long, Dinh Doan and Ch{\\'e}n, Oliver Y},\n  booktitle    = {2024 International Conference on Multimedia Analysis and Pattern Recognition (MAPR)},\n  title        = {Tensor kernel learning for classification of alzheimer’s conditions using multimodal data},\n  year         = {2024},\n  organization = {IEEE},\n  pages        = {1--6},\n}\n\n
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\n \n\n \n \n \n \n \n Tensor decomposition meets blind source separation.\n \n \n \n\n\n \n Le, T. T.; Abed-Meraim, K.; Ravier, P.; Buttelli, O.; and Holobar, A.\n\n\n \n\n\n\n Signal Processing, 221: 109483. 2024.\n \n\n\n\n
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@Article{Le2024e,\n  author    = {Le, Thanh Trung and Abed-Meraim, Karim and Ravier, Philippe and Buttelli, Olivier and Holobar, Ales},\n  journal   = {Signal Processing},\n  title     = {Tensor decomposition meets blind source separation},\n  year      = {2024},\n  pages     = {109483},\n  volume    = {221},\n  publisher = {Elsevier},\n}\n\n
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\n  \n 2023\n \n \n (3)\n \n \n
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\n \n\n \n \n \n \n \n A novel tensor tracking algorithm for block-term decomposition of streaming tensors.\n \n \n \n\n\n \n Le, T. T.; Abed-Meraim, K.; Ravier, P.; and Buttelli, O.\n\n\n \n\n\n\n In IEEE Statistical Signal Processing Workshop (SSP), pages 571–575, 2023. IEEE\n \n\n\n\n
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@InProceedings{Le2023,\n  author       = {Le, Thanh Trung and Abed-Meraim, Karim and Ravier, Philippe and Buttelli, Olivier},\n  booktitle    = {IEEE Statistical Signal Processing Workshop (SSP)},\n  title        = {A novel tensor tracking algorithm for block-term decomposition of streaming tensors},\n  year         = {2023},\n  organization = {IEEE},\n  pages        = {571--575},\n}\n\n
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\n \n\n \n \n \n \n \n Tracking online low-rank approximations of higher-order incomplete streaming tensors.\n \n \n \n\n\n \n Le, T. T.; Abed-Meraim, K.; Trung, N. L.; and Hafiane, A.\n\n\n \n\n\n\n Patterns, 4(6): 100759. 2023.\n \n\n\n\n
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@Article{Le2023a,\n  author    = {Le, Trung Thanh and Abed-Meraim, Karim and Trung, Nguyen Linh and Hafiane, Adel},\n  journal   = {Patterns},\n  title     = {Tracking online low-rank approximations of higher-order incomplete streaming tensors},\n  year      = {2023},\n  number    = {6},\n  pages     = {100759},\n  volume    = {4},\n  publisher = {Elsevier + Cell Press},\n}\n\n
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\n \n\n \n \n \n \n \n Robust subspace tracking with contamination mitigation via $α$-divergence.\n \n \n \n\n\n \n Le, T. T.; Rekavandi, A. M.; Seghouane, A.; and Abed-Meraim, K.\n\n\n \n\n\n\n In ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 1–5, 2023. IEEE\n \n\n\n\n
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@InProceedings{Le2023b,\n  author       = {Le, Trung Thanh and Rekavandi, Aref Miri and Seghouane, Abd-Krim and Abed-Meraim, Karim},\n  booktitle    = {ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},\n  title        = {Robust subspace tracking with contamination mitigation via $\\alpha$-divergence},\n  year         = {2023},\n  organization = {IEEE},\n  pages        = {1--5},\n}\n\n
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\n  \n 2022\n \n \n (6)\n \n \n
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\n \n\n \n \n \n \n \n Robust Tensor Tracking With Missing Data Under Tensor-Train Format.\n \n \n \n\n\n \n Le, T. T.; Abed-Meraim, K.; Trung, N. L.; and Hafiane, A.\n\n\n \n\n\n\n In 2022 30th European Signal Processing Conference (EUSIPCO), pages 832–836, 2022. IEEE\n \n\n\n\n
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@InProceedings{Le2022,\n  author       = {Le, Thanh Trung and Abed-Meraim, Karim and Trung, Nguyen Linh and Hafiane, Adel},\n  booktitle    = {2022 30th European Signal Processing Conference (EUSIPCO)},\n  title        = {Robust Tensor Tracking With Missing Data Under Tensor-Train Format},\n  year         = {2022},\n  organization = {IEEE},\n  pages        = {832--836},\n}\n\n
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\n \n\n \n \n \n \n \n Robust Online Tucker Dictionary Learning from Multidimensional Data Streams.\n \n \n \n\n\n \n Le, T. T.; Duy, T. T.; Abed-Meraim, K.; Trung, N. L.; and Adel, H.\n\n\n \n\n\n\n In Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC'22), pages 1815–1820, 2022. IEEE\n \n\n\n\n
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@InProceedings{Le2022a,\n  author       = {Le, Thanh Trung and Duy, Tran Trong and Abed-Meraim, Karim and Trung, Nguyen Linh and Adel, Hafiane},\n  booktitle    = {Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC'22)},\n  title        = {Robust Online Tucker Dictionary Learning from Multidimensional Data Streams},\n  year         = {2022},\n  organization = {IEEE},\n  pages        = {1815--1820},\n}\n\n
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\n \n\n \n \n \n \n \n Sparse subspace tracking in high dimensions.\n \n \n \n\n\n \n Le, T. T.; Abed-Meraim, K.; Hafiane, A.; and Trung, N. L.\n\n\n \n\n\n\n In ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 5892–5896, 2022. IEEE\n \n\n\n\n
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@InProceedings{Le2022b,\n  author       = {Le, Thanh Trung and Abed-Meraim, Karim and Hafiane, Adel and Trung, Nguyen Linh},\n  booktitle    = {ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},\n  title        = {Sparse subspace tracking in high dimensions},\n  year         = {2022},\n  organization = {IEEE},\n  pages        = {5892--5896},\n}\n\n
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\n \n\n \n \n \n \n \n Signal and Image Data Stream Analytics: From Subspace to Tensor Tracking.\n \n \n \n\n\n \n Le, T. T.\n\n\n \n\n\n\n Ph.D. Thesis, University of Orleans, INSA CVL, PRISME, 2022.\n \n\n\n\n
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@PhdThesis{Le2022c,\n  author = {Le, Trung Thanh},\n  school = {University of Orleans, INSA CVL, PRISME},\n  title  = {Signal and Image Data Stream Analytics: From Subspace to Tensor Tracking},\n  year   = {2022},\n}\n\n
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\n \n\n \n \n \n \n \n A contemporary and comprehensive survey on streaming tensor decomposition.\n \n \n \n\n\n \n Le, T. T.; Abed-Meraim, K.; Trung, N. L.; and Hafiane, A.\n\n\n \n\n\n\n IEEE Transactions on Knowledge and Data Engineering, 35(11): 10897–10921. 2022.\n \n\n\n\n
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@Article{Le2022d,\n  author    = {Le, Thanh Trung and Abed-Meraim, Karim and Trung, Nguyen Linh and Hafiane, Adel},\n  journal   = {IEEE Transactions on Knowledge and Data Engineering},\n  title     = {A contemporary and comprehensive survey on streaming tensor decomposition},\n  year      = {2022},\n  number    = {11},\n  pages     = {10897--10921},\n  volume    = {35},\n  publisher = {IEEE},\n}\n\n
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\n \n\n \n \n \n \n \n Robust tensor tracking with missing data and outliers: Novel adaptive CP decomposition and convergence analysis.\n \n \n \n\n\n \n Le, T. T.; Abed-Meraim, K.; Trung, N. L.; and Hafiane, A.\n\n\n \n\n\n\n IEEE Transactions on Signal Processing, 70: 4305–4320. 2022.\n \n\n\n\n
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@Article{Le2022e,\n  author    = {Le, Trung Thanh and Abed-Meraim, Karim and Trung, Nguyen Linh and Hafiane, Adel},\n  journal   = {IEEE Transactions on Signal Processing},\n  title     = {Robust tensor tracking with missing data and outliers: Novel adaptive CP decomposition and convergence analysis},\n  year      = {2022},\n  pages     = {4305--4320},\n  volume    = {70},\n  publisher = {IEEE},\n}\n\n
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\n  \n 2021\n \n \n (7)\n \n \n
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\n \n\n \n \n \n \n \n Side information effect on semi-blind channel identification for MIMO-OFDM communications systems.\n \n \n \n\n\n \n Rekik, O.; Mokraoui, A.; Quynh, T.; Thanh, L. T.; and Abed-Meraim, K.\n\n\n \n\n\n\n In Asilomar Conference on Signals, Systems, and Computers (ACSSC), pages 443–448, 2021. IEEE\n \n\n\n\n
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@InProceedings{Rekik2021,\n  author       = {Rekik, Ouahbi and Mokraoui, Anissa and Quynh, Tran and Thanh, Le Trung and Abed-Meraim, Karim},\n  booktitle    = {Asilomar Conference on Signals, Systems, and Computers (ACSSC)},\n  title        = {Side information effect on semi-blind channel identification for MIMO-OFDM communications systems},\n  year         = {2021},\n  organization = {IEEE},\n  pages        = {443--448},\n}\n\n
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\n \n\n \n \n \n \n \n Robust subspace tracking with missing data and outliers: Novel algorithm with convergence guarantee.\n \n \n \n\n\n \n Le, T. T.; Dung, N. V.; Trung, N. L.; and Abed-Meraim, K.\n\n\n \n\n\n\n IEEE Transactions on Signal Processing, 69: 2070–2085. 2021.\n \n\n\n\n
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@Article{Le2021,\n  author    = {Le, Thanh Trung and Dung, Nguyen Viet and Trung, Nguyen Linh and Abed-Meraim, Karim},\n  journal   = {IEEE Transactions on Signal Processing},\n  title     = {Robust subspace tracking with missing data and outliers: Novel algorithm with convergence guarantee},\n  year      = {2021},\n  pages     = {2070--2085},\n  volume    = {69},\n  publisher = {IEEE},\n}\n\n
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\n \n\n \n \n \n \n \n Adaptive algorithms for tracking tensor-train decomposition of streaming tensors.\n \n \n \n\n\n \n Le, T. T.; Abed-Meraim, K.; Trung, N. L.; and Boyer, R.\n\n\n \n\n\n\n In 2020 28th European Signal Processing Conference (EUSIPCO), pages 995–999, 2021. IEEE\n \n\n\n\n
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@InProceedings{Le2021a,\n  author       = {Le, Thanh Trung and Abed-Meraim, Karim and Trung, Nguyen Linh and Boyer, Remy},\n  booktitle    = {2020 28th European Signal Processing Conference (EUSIPCO)},\n  title        = {Adaptive algorithms for tracking tensor-train decomposition of streaming tensors},\n  year         = {2021},\n  organization = {IEEE},\n  pages        = {995--999},\n}\n\n
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\n \n\n \n \n \n \n \n Robust subspace tracking algorithms in signal processing: A brief survey.\n \n \n \n\n\n \n Le, T. T.; Dung, N. V.; Trung, N. L.; and Abed-Meraim, K.\n\n\n \n\n\n\n REV Journal on Electronics and Communications, 11(1-2): 16–25. 2021.\n \n\n\n\n
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@Article{Le2021b,\n  author  = {Le, Thanh Trung and Dung, Nguyen Viet and Trung, Nguyen Linh and Abed-Meraim, Karim},\n  journal = {REV Journal on Electronics and Communications},\n  title   = {Robust subspace tracking algorithms in signal processing: A brief survey},\n  year    = {2021},\n  number  = {1-2},\n  pages   = {16--25},\n  volume  = {11},\n}\n\n
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\n \n\n \n \n \n \n \n Performance lower bounds of blind system identification techniques in the presence of channel order estimation error.\n \n \n \n\n\n \n Le, T. T.; Abed-Meraim, K.; and Trung, N. L.\n\n\n \n\n\n\n In 2021 29th European Signal Processing Conference (EUSIPCO), pages 1646–1650, 2021. IEEE\n \n\n\n\n
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@InProceedings{Le2021c,\n  author       = {Le, Thanh Trung and Abed-Meraim, Karim and Trung, Nguyen Linh},\n  booktitle    = {2021 29th European Signal Processing Conference (EUSIPCO)},\n  title        = {Performance lower bounds of blind system identification techniques in the presence of channel order estimation error},\n  year         = {2021},\n  organization = {IEEE},\n  pages        = {1646--1650},\n}\n\n
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\n \n\n \n \n \n \n \n Misspecified Cramer–Rao bounds for blind channel estimation under channel order misspecification.\n \n \n \n\n\n \n Le, T. T.; Abed-Meraim, K.; and Trung, N. L.\n\n\n \n\n\n\n IEEE Transactions on Signal Processing, 69: 5372–5385. 2021.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@Article{Le2021d,\n  author    = {Le, Thanh Trung and Abed-Meraim, Karim and Trung, Nguyen Linh},\n  journal   = {IEEE Transactions on Signal Processing},\n  title     = {Misspecified Cramer--Rao bounds for blind channel estimation under channel order misspecification},\n  year      = {2021},\n  pages     = {5372--5385},\n  volume    = {69},\n  publisher = {IEEE},\n}\n\n
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\n \n\n \n \n \n \n \n A fast randomized adaptive CP decomposition for streaming tensors.\n \n \n \n\n\n \n Le, T. T.; Abed-Meraim, K.; Trung, N. L.; and Hafiane, A.\n\n\n \n\n\n\n In ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 2910–2914, 2021. IEEE\n \n\n\n\n
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@InProceedings{Le2021e,\n  author       = {Le, Trung Thanh and Abed-Meraim, Karim and Trung, Nguyen Link and Hafiane, Adel},\n  booktitle    = {ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},\n  title        = {A fast randomized adaptive CP decomposition for streaming tensors},\n  year         = {2021},\n  organization = {IEEE},\n  pages        = {2910--2914},\n}\n\n
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\n  \n 2020\n \n \n (1)\n \n \n
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\n \n\n \n \n \n \n \n Multi-channel EEG epileptic spike detection by a new method of tensor decomposition.\n \n \n \n\n\n \n Le, T. T.; Dao, N. T. A.; Dung, N. V.; Trung, N. L.; and Abed-Meraim, K.\n\n\n \n\n\n\n Journal of Neural Engineering, 17(1): 016023. 2020.\n \n\n\n\n
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@Article{Le2020,\n  author    = {Le, Thanh Trung and Dao, Nguyen Thi Anh and Dung, Nguyen Viet and Trung, Nguyen Linh and Abed-Meraim, Karim},\n  journal   = {Journal of Neural Engineering},\n  title     = {Multi-channel EEG epileptic spike detection by a new method of tensor decomposition},\n  year      = {2020},\n  number    = {1},\n  pages     = {016023},\n  volume    = {17},\n  publisher = {IOP Publishing},\n}\n\n
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\n  \n 2019\n \n \n (3)\n \n \n
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\n \n\n \n \n \n \n \n EEG source localization: A new multiway temporal-spatial-spectral analysis.\n \n \n \n\n\n \n Le Thanh, X.; Le, T. T.; Trung, N. L.; Quynh, T. T. T.; and Thuan, N. D.\n\n\n \n\n\n\n In Information and Computer Science (NICS), 2019 6th NAFOSTED Conference on, pages 228–233, 2019. IEEE\n \n\n\n\n
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@InProceedings{LeThanh2019,\n  author       = {Le Thanh, Xuyen and Le, Trung Thanh and Trung, Nguyen Linh and Quynh, Tran Thi Thuy and Thuan, Nguyen Duc},\n  booktitle    = {Information and Computer Science (NICS), 2019 6th NAFOSTED Conference on},\n  title        = {EEG source localization: A new multiway temporal-spatial-spectral analysis},\n  year         = {2019},\n  organization = {IEEE},\n  pages        = {228--233},\n}\n\n
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\n \n\n \n \n \n \n \n New feature selection method for multi-channel EEG epileptic spike detection system.\n \n \n \n\n\n \n Dao, N.; Thanh, L; Viet-Dung, N; Linh-Trung, N; and Le, H\n\n\n \n\n\n\n VNU Journal of Science: Computer Science and Communication Engineering, 35(2): 47. 2019.\n \n\n\n\n
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@Article{Dao2019,\n  author    = {Dao, NT and Thanh, L and Viet-Dung, N and Linh-Trung, N and Le, H},\n  journal   = {VNU Journal of Science: Computer Science and Communication Engineering},\n  title     = {New feature selection method for multi-channel EEG epileptic spike detection system},\n  year      = {2019},\n  number    = {2},\n  pages     = {47},\n  volume    = {35},\n  publisher = {Vietnam National University Journal of Science},\n}\n\n
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\n \n\n \n \n \n \n \n Robust subspace tracking with missing data and outliers via ADMM.\n \n \n \n\n\n \n Le, T. T.; Dung, N. V.; Trung, N. L.; and Abed-Meraim, K.\n\n\n \n\n\n\n In 2019 27th European Signal Processing Conference (EUSIPCO), pages 1–5, 2019. IEEE\n \n\n\n\n
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@InProceedings{Le2019,\n  author       = {Le, Trung Thanh and Dung, Nguyen Viet and Trung, Nguyen Linh and Abed-Meraim, Karim},\n  booktitle    = {2019 27th European Signal Processing Conference (EUSIPCO)},\n  title        = {Robust subspace tracking with missing data and outliers via ADMM},\n  year         = {2019},\n  organization = {IEEE},\n  pages        = {1--5},\n}\n\n
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\n  \n 2018\n \n \n (3)\n \n \n
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\n \n\n \n \n \n \n \n Three-way tensor decompositions: A generalized minimum noise subspace based approach.\n \n \n \n\n\n \n Thanh, L. T.; Nguyen, V.; Trung, N. L.; and Abed-Meraim, K.\n\n\n \n\n\n\n REV Journal on Electronics and Communications, 8(1-2): 28–45. 2018.\n \n\n\n\n
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@Article{Thanh2018,\n  author    = {Thanh, Le Trung and Nguyen, Viet-Dung and Trung, Nguyen Linh and Abed-Meraim, Karim},\n  journal   = {REV Journal on Electronics and Communications},\n  title     = {Three-way tensor decompositions: A generalized minimum noise subspace based approach},\n  year      = {2018},\n  number    = {1-2},\n  pages     = {28--45},\n  volume    = {8},\n  publisher = {REV},\n}\n\n
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\n \n\n \n \n \n \n \n Nonnegative tensor decomposition for EEG epileptic spike detection.\n \n \n \n\n\n \n Anh-Dao, N. T.; Le Thanh, T.; Linh-Trung, N.; and Le, H. V.\n\n\n \n\n\n\n In Information and Computer Science (NICS), 2018 5th NAFOSTED Conference on, pages 194–199, 2018. IEEE\n \n\n\n\n
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@InProceedings{AnhDao2018,\n  author       = {Anh-Dao, Nguyen Thi and Le Thanh, Trung and Linh-Trung, Nguyen and Le, Ha Vu},\n  booktitle    = {Information and Computer Science (NICS), 2018 5th NAFOSTED Conference on},\n  title        = {Nonnegative tensor decomposition for EEG epileptic spike detection},\n  year         = {2018},\n  organization = {IEEE},\n  pages        = {194--199},\n}\n\n
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\n \n\n \n \n \n \n \n Deep learning for epileptic spike detection.\n \n \n \n\n\n \n Le, T. X.; Le, T. T.; Dinh, V. V.; Tran, Q. L.; Nguyen, L. T.; and Nguyen, D. T.\n\n\n \n\n\n\n VNU Journal of Science: Computer Science and Communication Engineering, 33(2): 1–13. 2018.\n \n\n\n\n
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@Article{Le2018,\n  author    = {Le, Thanh Xuyen and Le, Trung Thanh and Dinh, Van Viet and Tran, Quoc Long and Nguyen, Linh Trung and Nguyen, Duc Thuan},\n  journal   = {VNU Journal of Science: Computer Science and Communication Engineering},\n  title     = {Deep learning for epileptic spike detection},\n  year      = {2018},\n  number    = {2},\n  pages     = {1--13},\n  volume    = {33},\n  publisher = {VNU},\n}\n\n
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\n \n\n \n \n \n \n \n Multi-source data analysis for bike sharing systems.\n \n \n \n\n\n \n Thu, N. T. H.; Le, T. T.; Dung, C. T. P.; Trung, N. L.; and Le, H. V.\n\n\n \n\n\n\n In IEEE International Conference on Advanced Technologies for Communications (ATC 2017), pages 235–240, 2017. IEEE\n \n\n\n\n
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@InProceedings{Thu2017,\n  author       = {Thu, Nguyen Thi Hoai and Le, Trung Thanh and Dung, Chu Thi Phuong and Trung, Nguyen Linh and Le, Ha Vu},\n  booktitle    = {IEEE International Conference on Advanced Technologies for Communications (ATC 2017)},\n  title        = {Multi-source data analysis for bike sharing systems},\n  year         = {2017},\n  organization = {IEEE},\n  pages        = {235--240},\n}\n\n
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\n \n\n \n \n \n \n \n On the overall ROC of multistage systems.\n \n \n \n\n\n \n Le, T. T.; Dao, N. T. A.; Linh-Trung, N.; and Le, H. V.\n\n\n \n\n\n\n In 2017 International Conference on Advanced Technologies for Communications (ATC), pages 229–234, 2017. IEEE\n \n\n\n\n
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@InProceedings{Le2017,\n  author       = {Le, Trung Thanh and Dao, Nguyen Thi Anh and Linh-Trung, Nguyen and Le, Ha Vu},\n  booktitle    = {2017 International Conference on Advanced Technologies for Communications (ATC)},\n  title        = {On the overall ROC of multistage systems},\n  year         = {2017},\n  organization = {IEEE},\n  pages        = {229--234},\n}\n\n
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\n \n\n \n \n \n \n \n A new windowed graph Fourier transform.\n \n \n \n\n\n \n Le Trung, T.; Linh-Trung, N.; Dung, N. V.; and Abed-Meraim, K.\n\n\n \n\n\n\n In 2017 4th NAFOSTED Conference on Information and Computer Science, pages 150–155, 2017. IEEE\n \n\n\n\n
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@InProceedings{LeTrung2017,\n  author       = {Le Trung, Thanh and Linh-Trung, Nguyen and Dung, Nguyen Viet and Abed-Meraim, Karim},\n  booktitle    = {2017 4th NAFOSTED Conference on Information and Computer Science},\n  title        = {A new windowed graph Fourier transform},\n  year         = {2017},\n  organization = {IEEE},\n  pages        = {150--155},\n}\n\n
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